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unlearn_ucf101_videomae-large_scrub_6_42 – AI Model by jialicheng | AlphaNeural AI
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jialicheng
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unlearn_ucf101_videomae-large_scrub_6_42
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safetensors
videomae
video-classification
generated_from_trainer
MCG-NJU/videomae-large
finetune
cc-by-nc-4.0
us
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Model card
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ucf101_42
This model is a fine-tuned version of
MCG-NJU/videomae-large
on the ucf101 dataset. It achieves the following results on the evaluation set:
Loss: 0.3286
Accuracy: 0.9385
Test Accuracy: 0.9385
Df Accuracy: 0.9994
Unlearn Overall Accuracy: 0.4695
Unlearn Time: 11070.5115
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 5e-05
train_batch_size: 4
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1.5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
Overall Accuracy
Unlearn Overall Accuracy
Time
No log
1.0
280
0.3739
1.0
0.4674
0.4674
-1
No log
1.5
419
0.3286
0.9994
0.4695
0.4695
-1
Framework versions
Transformers 4.39.3
Pytorch 2.2.2+cu118
Datasets 2.18.0
Tokenizers 0.15.2
